It is widely accepted that academic papers are rarely cited or even read. But what kind of data lies behind these assertions? Dahlia Remler takes a look at the academic research on citation practices and finds that whilst it is clear citation rates are low, much confusion remains over precise figures and methods for determining accurate citation analysis. In her investigation, Remler wonders whether academics are able to answer these key questions. But expert evaluation has indeed correctly discredited the overblown claim resulting from embellished journalism.
“90% of papers published in academic journals are never cited.” This damning statistic from a 2007 overview of citation analysis recently darted about cyberspace. A similar statistic had made the rounds in 2010 but that time it was about 60% of social and natural science articles that were said to be uncited. Neither statistic came with a link to supporting academic research papers.
That lack of support was a problem for me. I did not doubt the basic truth that many academic papers are uncited. But to be sure 90% was not urban legend and to learn the context and caveats, I needed to find the original research paper. I was not the only one who wanted the supporting evidence. So, I dove into Google scholar, searching the disparaged academic literature for articles on academic citation rates.
What’s the truth?
Many academic articles are never cited, although I could not find any study with a result as high as 90%. Non-citation rates vary enormously by field. “Only” 12% of medicine articles are not cited, compared to about 82% (!) for the humanities. It’s 27% for natural sciences and 32% for social sciences (cite). For everything except humanities, those numbers are far from 90% but they are still high: One third of social science articles go uncited! Ten points for academia’s critics. Before we slash humanities departments, though, remember that much of their most prestigious research is published in books. On the other hand, at least in literature, many books are rarely cited too.
The uncited rate is also sensitive to other factors: how long a window is used to check for citations (e.g., 5 years); when the article whose cites are being counted was published (2000s or 1990s); and what counts as a citation. The uncited rates I gave as “the” rates are really five-year citation rates in all Thomson’s Web of Science journals, and that is not comprehensive. The details of whether to include self-citations, non-academic articles, and so on, also matter.
Image credit: futureatlas.com (Wikimedia, CC BY)
Another reason for the various uncitedness rates floating around is confusion between the average citation rates of journals and citation rates of articles. Within a given journal, some articles have many citations while others have few and many have zero—citations within a given journal are skewed. The average rate of citations for a whole journal, the impact factor, is pulled up by the few articles with many citations. Focusing on the impact factor will make it seem like more articles get cited than actually do. Ironically, a Chronicle of Higher Education article bemoaning the low rate of citations under-stated its case by assuming the average citation rate for journals applied to articles.
Clearly, academic articles have a serious problem. But my experiences highlighted another bad thing about academic articles—and a really good thing.
I had a hard time finding the rates at which articles were uncited, because the overwhelming majority of relevant articles were about other things, such as the effect of time windows, different inclusion criteria for citations, whether the Internet has changed citation practices and so on. Those are all good things to investigate, but in the grand scheme of things, they are not as important as the large share of articles going uncited altogether. Another point for academia’s critics, who contend that academics worry about small things no one else cares about and miss the big things.
But my experience also showed what’s great about academic articles. You get to learn how people reached their conclusions and judge the methods yourself. You also get the assurance that knowledgeable people paid attention to how things were done and the validity of the conclusions. Contrast the accuracy and information in the academic articles that I have linked to with the figures from non-academic outlets that darted around the Internet.
And what about that 90% figure? It came from an article by an expert in citation analysis, Lokman Meho, then at Indiana University, in Physics World, a member magazine of the Institute of Physics. No wonder it got (inaccurately) described in cyberspace as a “study at Indiana University.”
Meho explained the 90% by email, “The first paragraph of the article was written by the editor of the magazine and not me. If I recall correctly, he got the figures from/during a lecture he attended in the UK in which the presenter claimed that 90% of the published papers goes uncited and 50% remains unread other than by authors/referees/editors.” Meho noted that the 90% figure was about right for the humanities but not other fields.
Five points for academia’s supporters. No editor could do anything remotely like that to an academic article. (It’s bad journalism too.) In academic articles, all methods are explained and all claims are supposed to be evaluated by other experts.
Academic publication needs fixing. Even the 12% uncited rate for medicine seems large to me, particularly given what medical research costs. The one-third rate for social science and more than 80% for humanities are really troubling. But whatever we do, let’s preserve somewhere what’s good about academic articles—full descriptions of methods and expert evaluation.
This piece originally appeared on Dahlia Remler’s personal blog and is reposted with the author’s permission.
This post was updated on 1 November 2016 to correct an erroneous reference.
Note: This article gives the views of the author, and not the position of the Impact of Social Science blog, nor of the London School of Economics. Please review our Comments Policy if you have any concerns on posting a comment below.
Dahlia Remler is Professor at the School of Public Affairs, Baruch College, and the Department of Economics, Graduate Center, both of the City University of New York. She is also a Research Associate at the National Bureau of Economic Research.


THANK YOU THANK YOU THANK YOU.
I did my own digging back when this bit of misinformation was floating around on Twitter, but stopped short of writing a post or emailing Lokman.
Learning that he did not include the “90% of citations” line made me very, very happy. I knew he was a better scholar than that!
I think looking at citations over a five year period, with regard to the humanities at least, leads to pretty misleading figures. Unless one is researching in a popular topic area of a field, there may be only one or two scholars publishing in a given niche area at any given time. Also, humanities publishing tends to work on a much longer cycle than medicine or hard sciences, which compounds the fact of five years being a short period. In an area where I’ve been working recently, the only other scholars to touch the area in the last century are a. dead or b. retired.
Really Interesting article. Good to know that the 90% figure is not correct or even close in most areas.
I’d be interested to know what you think an acceptable non-citation rate for articles would be? There is always going to be a certain amount of attrition. Does too much focus on getting a certain number of citation restrict the type of research that people put out? Would it inhibit creativity and direct research to only areas that are ‘trendy’ and cite-able? Is that what we want?
[…] “It is widely accepted that academic papers are rarely cited or even read. But what kind of data lies behind these assertions? Dahlia Remler takes a look at the academic research on citation practices and finds that whilst it is clear citation rates are low, much confusion remains over precise figures …” (more) […]
[…] * The humanities and citation. […]
[…] What fraction of papers go uncited? Turns out the answer varies a lot among fields–and that some of the most widely-reported numbers in the popular media aren’t based on reliable sources. (ht Ed Yong, via Twitter) […]
The author has a good point, but we should also question measuring the impact of research by academic citations. I have been using ResearchGate (http://www.researchgate.net) for some time already and this service has an interesting feature. It counts how many times our contributions are viewed (as well as how many times they are downloaded, if you use the site as an article repository), reviewing my own features I notice that one of my most viewed articles is a paper published in a conference proceedings which will hardly ever get cited.
[…] It is widely accepted that academic papers are rarely cited or even read. But what kind of data lies behind these assertions? Dahlia Remler takes a look at the academic research on citation practic… […]
Agree, academic citations presume someone has the interest in studying a correlated theme and that this person had time and resources enough to write another scientific article about that. Why should the importance of an article be measured only by this metrics? My guess is that is so, because it is convenient and not because it is correct.
A couplw of folk have touched on what is increasingly being termed “altmetrics”: that is, non-formal citations/accesses/downloads/reads of a given article, which can give a much more accurate view on how something has influenced the field – or the blogosphere / Twittersphere.
Bottom line: citations give only a very narrow window onto the impact of any given written thing.
[…] unseen? How often do academic publications go uncited? Dahlia Remler makes an important, critical […]
[…] Are 90% of academic papers really never cited? “Many academic articles are never cited, although I could not find any study with a result as high as 90%. Non-citation rates vary enormously by field. “Only” 12% of medicine articles are not cited, compared to about 82% (!) for the humanities. It’s 27% for natural sciences and 32% for social sciences…” […]
There’s also an assessment problem because it’s highly likely that many papers and books are read and influence the reader to one degree or other but are not cited. Some journals might even limit the number of citations you can use in your paper. And really, does anyone really provide all citations for all points made? Doing so would, in many cases, lead to every page of a paper having hundreds of citations listed. And each year it would be more and more. Pretty soon you’d be reading a book that contained one paper, with 10 times more citations than text. 🙂
Excellent post on the importance of proper attribution and use of hyperbole in journalism to attract clicks. Atleast in medicine however, I suspect that the rate is higher than 12%, if you account asyou mentioned for self- citations. Most researchers make a point to cite their own papers in future publications and often that is the extent of the citations that some articles get. It would be very interesting to know the number if self-citations are eliminated.
[…] The uncited rate is also sensitive to other factors: how long a window is used to check for citations (e.g., 5 years); when the article whose cites are being counted was published (2000s or 1990s); and what counts as a … […]
[…] Source: blogs.lse.ac.uk […]
[…] participants. As they note, in an “era of academic hyper-production, most of our colleagues don’t even have the time to read our work” (p. 59), so how successful could such an ‘amplification’ be? Equally, they reject […]
[…] academic papers are rarely cited or even read. But what kind of data lies behind these assertions? Dahlia Remler takes a look at the academic research on citation practices and finds that whilst it is clear […]
82% of Humanities’ articles are never cited?! What (and why) are you working (on)? Let’s make this fact even more disturbing by reframing the question: how many of the cited articles are really read? If you are part of Humanities—for Social Science it’s 1/3 uncited articles—, and respond with a “why should I care”, you DO have a problem. And if this seems rather discouraging to you, why don’t you start thinking about how to reach your readership with us? #TheArtOfWriting #SocialMedia #NarrativesMatter Join this discussion at SIEF 2015 http://transformations-blog.com/call-for-papers-engaged-an…/ and, of course, get engaged with us 🙂 http://transformations-blog.com/become-au…/why-write-for-us/
Sorry, one of the links of my last reply was broken. Here you go 🙂 http://transformations-blog.com/call-for-papers-engaged-anthropology-reality-necessity-utopia/
[…] partida, puesto que no se cuestionan problemas de fondo como: ¿tiene sentido seguir publicando esa enorme cantidad de artículos cuando la mayoría ni siquiera son citados, y puede que tampoco leídos? ¿Qué sentido tiene para la ciencia publicar muchos artículos de […]
[…] 82 percent of articles published in humanities are not even cited once. Rarely do scholars refer to 32 percent of the peer-reviewed articles in the social and 27 percent in the natural sciences. If a paper is cited, though, this does not imply it has actually been read. According to one […]
[…] 82 percent of articles published in humanities are not even cited once. Rarely do scholars refer to 32 percent of the peer-reviewed articles in the social and 27 percent in the natural sciences. If a paper is cited, though, this does not imply it has actually been read. According to one […]
[…] sans réel impact. (Il est quasiment impossible de s’accorder sur le nombre des articles jamais cités par d’autres scientifiques mais il est élevé). On observe aussi des équipes qui alignent leurs […]
I have to make a case for the humanities. How did you do the research? Most of the articles in my field, which falls into humanities, are never published online or as a pdf/ebook version. You could not have them as a searchable database and I find it hard to imagine researching that in a non-digital way. I think this factor might be able to get the rate for humanities up a litle, but I wouldn’t know how to estimate how much.
Do the great include book reviews, editorial and meeting summaries? These are often of great service to a particular field but they rarely get cited. We have a paradox: our peers (or at worst editors looking for a credible reviewer) look to us to provide reviews, editorials etc, but we hurt our own citation record if we do them. Upshot, only an altruist, a fool or someone with an agenda should bother with these sorts of publication.
“Many of the things you can count, don’t count. Many of the things you can’t count really count.”–attributed to A, Einstein
Most citation engines only work on English, also, so if you publish in foreign languages, as some humanities scholars do, their work is not included in the citation search. There also are different privacy standards and copyright standards for putting printed materials on the web in different countries, so that will make things more difficult for scholars who publish in different countries.
Thanks to the note above about publishing in a niche- most of the scholars in many areas are dead or retired, which is why we are working in the area- the works need to be re-edited according to modern standards.
One should also add that reference works are frequently not attributed, whether web or printed. So writing an encyclopedia article, however learned, gets nothing.
[…] 82 percent of articles published in humanities are not even cited once. Rarely do scholars refer to 32 percent of the peer-reviewed articles in the social and 27 percent in the natural sciences. If a paper is cited, though, this does not imply it has actually been read. According to one […]
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[…] Publishing a paper is not a good way of communicating work. There is some evidence that much published work is not read by anyone other than the reviewers. According to an investigation of claims that huge numbers of papers were never cited, Dahlia Remler found that: […]
Is part of the Humanities result perhaps due to the low numbers of active researchers, when compared with other larger disciplines? Perhaps the Humanities result is skewed because an active Humanities researcher’s annual output of articles is generally lower than that found in other disciplines (where shorter articles often have voluminous biblographies), hence they have less opportunity for article citations? The temporary fashion that has caused the decline of extensive footnotes in the Humanities may also play a part. All these are just my guesses. But I’d love to see a highly trained statistician look at your article and comment on any need to weight for factors such as the size of the respective researcher populations, and the number of published articles expected each year by each group.
Nice job checking this out! Your last paragraph contains an interesting statement, “Even the 12% uncited rate for medicine seems large to me, particularly given what medical research costs”. I would argue that, while medical research can cost quite a bit in the case of randomized controlled trials (RCT), that is not always the case. I have a paper that may never be cited (woe is me) but the monetary cost was minimal as it was a retrospective chart review. Though, the cost to me was substantial, I put time aside during graduate school training to complete it, in my “spare time”. I would be interested to know how that 12% breaks down further. My bet is the majority of the “uncited” material is like my paper, retrospective chart reviews, rather than RCTs. Just my thoughts. Thanks again for the article.
Surely the low citation rate is just another bad consequence of pressure to publish or perish.
People will publish trivia if the alternative is to lose your job and your house,
The citation counts includes only citations in other papers. It does count citations in undergraduate or Masters dissertation.
[…] I hope I’ve convinced you that taking time to deeply consider the title of a piece of work is worthwhile. Every paper you write is competing with many others for attention. No one really knows how many academic journal articles there are online, but some estimate there are more than 50 million and others estimate that the majority of academic papers are never cited. […]
[…] cifra proporcionada: que solo el 20% de lo citado habría sido de hecho leído. Sea cuál sea la seriedad y relevancia de estas afirmaciones (hay cosas que vale la pena estudiar aunque solo cinco contemporáneos te lleguen a leer), pocos […]
[…] cifra proporcionada: que solo el 20% de lo citado habría sido de hecho leído. Sea cual sea la seriedad y relevancia de estas afirmaciones (hay cosas que vale la pena estudiar aunque solo cinco contemporáneos te lleguen a leer), pocos […]
[…] that no one will ever look at again. In this guise alone it must stand or fall. Little wonder that (inaccurate) folklore has it that 90% of journal articles go uncited, even by the original author. Clearly thousands of […]
[…] information and knowledge, and high subscription costs, many journal articles fail to get noticed. One-in-three social sciences articles and 80% of articles in the humanities fail to get cited at all. We can only speculate as to how many people are actually looking at any of the […]
[…] information and knowledge, and high subscription costs, many journal articles fail to get noticed. One-in-three social sciences articles and 80% of articles in the humanities fail to get cited at all. We can only speculate as to how many people are actually looking at any of the […]
[…] possible. Sadly, an average academic article is read in its entirety by about 10 people. Equally, 82 percent of articles published in humanities are not even cited […]
[…] possible. Sadly, an average academic article is read in its entirety by about 10 people. Equally, 82 percent of articles published in humanities are not even cited […]
[…] of these papers provoke serious engagement and how many are largely forgotten? After all, it’s estimated that 82% of papers in the humanities are never cited, 27% in the natural sciences and 32% in the […]
[…] 82% (!) for the humanities. It’s 27% for natural sciences and 32% for social sciences” (http://blogs.lse.ac.uk/impactofsocialsciences/2014/04/23/academic-papers-citation-rates-remler/) There are more questions of course. How many of those citations are really self-citations, that […]
[…] possible. Sadly, an average academic article is read in its entirety by about 10 people. Equally, 82 percent of articles published in humanities are not even cited […]
[…] most academic articles are barely noticed even within the scientific community. For instance, 82% of articles published in humanities are not even cited […]
[…] Sadly, most academic articles are barely noticed even within the scientific community. For instance,82% of articles published in humanities are not even cited […]
[…] (See also Dahlia Remler’s blogpost ‘Reviewing the literature on academic citations.’) […]
[…] possible. Sadly, an average academic article is read in its entirety by about 10 people. Equally, 82 percent of articles published in humanities are not even cited […]
[…] you are competing with roughly 2-million other published articles in any given year—of which only 2/3 of the social science articles actually get cited. Given this context, you need to actively promote your work both on and offline. Here are 5 easy […]
[…] When we feed the trolls, by sharing self-deprecating but disproved pieces claiming that no-one reads anything we write; when we similarly moan about how academic […]
[…] the statement has been traced back to an overeager editor of a non-scientific journal, it is actually fairly easy to examine the […]
I remember hearing quite a few years ago (and certainly before the internet became ubiquitous) that the reason the British library stopped making a michrofiche of every successful PhD thesis upon receipt of the thesis and moved to a system whereby it made a microfiche to order should a reader request a copy of the thesis was that their record showed that 90% of theses were never requested (and presumably, therefore, never read, outside their home institution where the thesis would be in the institutional library).
Perhaps the number has passed into academic folklore!! 🙂
[…] higher than the demand: many papers would get rejected, and even if accepted, some papers would never be cited. For reviews, however, the story seemed to be the opposite! It could take months to receive reviews […]
[…] Let me just make that crystal clear: most education research articles are never cited, and by implication, many have never even been read by anyone other than the authors and the peer-reviewers (See here, here, here, and for balance, here). […]
[…] or read. No rigorous studies to quantify this exist, to my knowledge, but I have often quoted the questionable figure of 50%, and most publishers I speak to nod in rueful acknowledgement of this figure – it may not […]
World be of interest to see the same analysis excluding self-citations. Self-citation is extensive in some fields and introduces a significant bias
[…] itself — though repeating it brings great joy to a certain kind of commentator — is misleading. It is true that most articles take a long time to show up in online citation counts, and that […]
[…] I research. I research the crap out of everything. I don’t use (can’t afford) research assistance so always it’s just me and the data. And the analysis. And the planning-a-paper. (Maybe. If I want to and think the ideas warrant a long 3-10,000 word piece that perhaps, if I am lucky, more than 3 people will read.) […]
[…] the academic article. There is an elephant in the room: scholars publish far too many articles and only a fraction of these have academic impact, let alone economic, political, or societal impact. Current endeavours offer virtually no effective incentive to cut down on articles and focus more […]
[…] Are 90% of academic papers really never cited? Reviewing the literature on academic citations. It’s really a problem in the humanities: […]
[…] 82% of social science research is never cited; 43% of legal scholarship is never cited. The results are a bit better for natural science (23%) and medicine (12%), but it’s still the case that our hypothetical […]
[…] First, a recent report by Dahlia Remler stated that “12% of medicine articles are not cited, compared to about 82% (!) for the humanities. It’s 27% for natural sciences and 32% for social sciences” http://blogs.lse.ac.uk/impactofsocialsciences/2014/04/23/academic-papers-citation-rates-remler/ […]
[…] First, a recent report by Dahlia Remler stated that “12% of medicine articles are not cited, compared to about 82% (!) for the humanities. It’s 27% for natural sciences and 32% for social sciences” http://blogs.lse.ac.uk/impactofsocialsciences/2014/04/23/academic-papers-citation-rates-remler/ […]
[…] was just the beginning. Unless you publish open access, most scholars won’t read your work – more than half of published papers are never cited – and that means you’ve got to be more creative about displaying your expertise. Master’s and […]
[…] of grief from the C16th. Of course, such self-regard should be tempered by the knowledge that some 82% of academic papers published in the humanities are never cited by their peers, nevermind […]
[…] och patent. Det sägs ofta att de allra flesta forskningspublikationer inte blir lästa även om det kan ifrågasättas. Nyligen lyssnade jag på en föreläsning där det konstaterades att situationen var liknande för […]
[…] Remler D. Are 90% of academic papers really never cited? Reviewing the literature on academic citati… […]
[…] articles never get cited, depending on discipline. On the London School of Economics Impact Blog, Dahlia Remler tries to sort the wheat from the chaff in the claims. While some claims may be exaggerated, the […]
[…] However, it doesn’t do a particularly good job in training academics as popular writers. Sadly, few people read the typical academic article. That’s because they’re frequently dense, full of […]
[…] machine learning 2Science Is Suffering Because of Peer Review’s Big Problems 3Are 90% of academic papers really never cited? 4Simple export of journal citation data to Excel using any reference manager 5AutoML 6Petuum 7UAE […]
Here is the paper that did the research for the 905 stat:
The decline in the concentration of citations, 1900–2007: https://arxiv.org/ftp/arxiv/papers/0809/0809.5250.pdf
[…] consequence) but to win the game. Thus, the forces of aggregation are in no way deterred by the reality that at least one-third of all social science articles, and 80% of those in the humanities, are […]
[…] As I write about publishing, I want to ask one more question. Why do we publish in the first place? When I started, I think I published for two reasons. First, because I had something to say, second, perhaps less important, because I wanted to show everybody that I could. This is long gone and academic work has intensified beyond what I could ever expect. We publish because we must publish, regardless of whether there is anything to be said. We even invented the notion of least publishable unit, as ‘we’ salami slice our research to achieve more publications. Publishing stopped being a means to report research, publishing, I think, is more and more a way to have more publications. Stopping to think seems impossible, as finishing one text means beginning of work on the next. No one seems to care that, apparently, as many as half of published articles are not read at all and the real value of article is only in its being cited (and I just don’t understand why I should worry about how many papers are really uncited). […]
Also see “Most Cited versus Uncited Papers. What Do They Tell Us?” published in ACS Energy Letters https://pubs.acs.org/doi/10.1021/acsenergylett.8b01443?ref=featureBox#.W7oKwpnNLD4.twitter
[…] Let me just make that crystal clear: most education research articles are never cited, and by implication, many have never even been read by anyone other than the authors and the peer-reviewers (See here, here, here, and for balance, here). […]